Client Report - [Insert Project Title]

Course DS 250

Author

[STUDENT NAME]

THIS .qmd IS INSTRUCTIONAL AND SHOULD NOT BE USED TO WRITE YOUR REPORTS (EXCEPTION - PROJECT 0). THERE IS ANOTHER TEMPLATE FILE FOR THAT. YOU WILL NEED TO PREVIEW THE REPORT TO PRODUCE A .html FILE. YOU WILL SUBMIT THE .html FILE ON CANVAS.

Elevator pitch

A SHORT (2-3 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS. (Note: this is not a summary of the project, but a summary of the results.)

A Client has requested this analysis and this is your one shot of what you would say to your boss in a 2 min elevator ride before he takes your report and hands it to the client.

Read and format project data 
# Learn morea about Code Cells: https://quarto.org/docs/reference/cells/cells-jupyter.html

# Include and execute your code here
# Note: using the URL is the easiest way for the data to still work in GitHub
# You may download the file and reference it by name but only if you save it in the same folder as your .qmd file
url = 'https://raw.githubusercontent.com/byuidatascience/data4python4ds/master/data-raw/mpg/mpg.csv'
df = pd.read_csv(url)

Highlight the Questions and Tasks

Question|Task 1

COPY PASTE QUESTION|TASK 1 FROM THE PROJECT HERE

Add details here to answer the question but NOT like an assignment Q&A. You need to write your answers as a consulting solution report. A Client needs to understand the answer, but also needs to understand the decisions that went into the answer (when applicable).

include figures in chunks and discuss your findings in the figure.

  • YOU SHOULD HAVE QUALITY WRITING THAT DESCRIBES YOUR CHARTS AND TABLES.

  • WE HIGHLY RECOMMEND GRAMMARLY TO FIX YOUR SPELLING AND GRAMMAR. WRITING TAKES TIME TO BE CLEAR. SPEND THE TIME TO PRACITCE.

  • YOU SHOULD HAVE QUALITY COMMENTS THAT DESCRIBES YOUR CODES. OFTEN CODEERS WORK IN TEAMS AND YOU NEED TO HAVE QUALTIY COMMENTS FOR YOUR TEAM AND YOURSELF. YOU MAY NEED TO REVISIT CODE YOU WROTE OVER A YEAR AGO, AND IF YOU DONT COMMENT IT NOW YOU WONT REMEMBER WHY YOU DID WHAT YOU DID.

Read and format data 
# Include and execute your code here

Question|Task 2

COPY PASTE QUESTION|TASK 2 FROM THE PROJECT HERE

  • include figures in chunks and discuss your findings in the figure.
plot example 
# Include and execute your code here

(
  ggplot(df.head(500), aes(x='displ', y='hwy')) + geom_point()
)
2 3 4 5 6 7 15 20 25 30 35 40 45 hwy displ

My useless chart

Question|Task 3

COPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE

  • PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).
table example 
# Include and execute your code here
mydat = (df.head(1000)
    .groupby('manufacturer')
    .sum()
    .reset_index()
    .tail(10)
    .filter(["manufacturer","displ","cty", "hwy"])
)

display(mydat)
table example
manufacturer displ cty hwy
5 hyundai 34.0 261 376
6 jeep 36.6 108 141
7 land rover 17.2 46 66
8 lincoln 16.2 34 51
9 mercury 17.6 53 72
10 nissan 42.5 235 320
11 pontiac 19.8 85 132
12 subaru 34.4 270 358
13 toyota 100.4 630 847
14 volkswagen 60.9 565 789

Question|Task 4

COPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE

  • PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).
table example 
# Include and execute your code here

Note: Non executing Python Snippets include (3) ``` followed by (3) more ```, each on their own line. These are not single quotes, they are the key left of the number 1 key on the keyboard. The top row can include the language of code that is pasted inbetween the ``` marks.

Note: These also work in Slack and it is expected they are used for any code shared in that app. No screen shots allowed.

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